Listen to The Way You Look Tonight online. The Way You Look Tonight is an English language song and is sung by Oscar Peterson. The Way You Look Tonight, from the album Oscar Peterson - The Classy Catalogue Recordings Series, was released in the year 2015. The duration of the song is 3:41. Download English songs online from JioSaavn.